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Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

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seandavi / awesome-single-cell

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

python bioinformatics analysis clustering gene-expression data-visualization dimensionality-reduction awesome-list data-integration atac-seq single-cell rna-seq-data scrna-seq-data cell-cycle cell-differentiation gene-expression-profiles analysis-pipeline cell-populations rna-seq-experiments cell-clusters
  • Updated Nov 12, 2022

Hedgehog-Computing / hedgehog-lab

Run, compile and execute JavaScript for Scientific Computing and Data Visualization TOTALLY TOTALLY TOTALLY in your BROWSER! An open source scientific computing environment for JavaScript TOTALLY in your browser, matrix operations with GPU acceleration, TeX support, data visualization and symbolic computation.

javascript tex webgl machine-learning latex computer-algebra data-visualization scientific-computing gpu-acceleration webgl2 symbolic-computation matrix-library
  • Updated Nov 29, 2022
  • TypeScript

AAChartModel / AAChartKit-Swift

📈📊📱💻🖥️An elegant modern declarative data visualization chart framework for iOS, iPadOS and macOS. Extremely powerful, supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange, bubble, box plot, error bars, funnel, waterfall and polar chart types. 极其精美而又强大的现代化声明式数据可视化图表框架,支持柱状图、条形图、折线图、曲线图、折线填充图、曲线填充图、气泡图、扇形图、环形图、散点图、雷达图、混合图等各种类型的多达几十种的信息图图表,完全满足工作所需.

swift ios chart objective-c graph view animation graphics model plot data-visualization draw area-chart data-analysis pie bubble-chart column-chart bar-chart line-chart spline-chart
  • Updated Nov 25, 2022
  • Swift

AnyChart / AnyChart-Android

AnyChart Android Chart is an amazing data visualization library for easily creating interactive charts in Android apps. It runs on API 19+ (Android 4.4) and features dozens of built-in chart types.

android chart charts charting-library chart-component gradle android-library android-development data-visualization android-ui android-studio android-widget chart-library android-view charting android-component android-chart android-widgets android-charting android-charts
  • Updated Oct 11, 2021
  • Java
Linear-Algebra-With-Python

weijie-chen / Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

python data-science jupyter matrix linear-algebra mathematics data-visualization data-analysis eigenvectors computational-science vector-space matrix-calculations eigenvalues singular-value-decomposition diagonalization gram-schmidt linear-transformations null-space symmetric-matrices multivariate-normal-distribution
  • Updated Mar 23, 2022
  • Jupyter Notebook

AAChartModel / AAChartCore

📈📊☕️☕️☕️An elegant modern declarative data visualization chart framework for Android. Extremely powerful, supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange, bubble, box plot, error bars, funnel, waterfall and polar chart types.极其精美而又强大的 Android 数据可视化图表框架,支持柱状图、条形图、折线图、曲线图、折线填充图、曲线填充图、气泡图、扇形图、环形图、散点图、雷达图、混合图等各种类型的多达几十种的信息图图表,完全满足工作所需.

android pie-chart chart charts webview highcharts animation graphics dynamic data-visualization area-chart radar-chart hybrid chart-library bubble-chart hybird column-chart bar-chart line-chart android-charts
  • Updated Nov 17, 2022
  • Java
abixen-platform

abixen / abixen-platform

Abixen Platform is a microservices based software platform for building enterprise applications delivering functionalities through creating particular microservices and integrating by provided CMS.

visualization angularjs aws charts cloud microservices spring-boot dashboard analytics architecture reporting spring-cloud businessintelligence data-visualization business-intelligence data-analytics data-analysis sql-editor netflixoss low-code
  • Updated Jun 21, 2022
  • Java
retentioneering-tools

retentioneering / retentioneering-tools

Retentioneering: product analytics, data-driven customer journey map optimization, marketing analytics, web analytics, transaction analytics, graph visualization, and behavioral segmentation with customer segments in Python. Opensource analytics, predictive analytics over clickstream, sentiment analysis, AB tests, machine learning, and Monte Carlo Markov Chain simulations, extending Pandas, Networkx and sklearn.

python machine-learning library web-analytics pandas data-visualization business-intelligence segmentation machinelearning predictive-modeling predictive-analytics clickstream product-analytics customer-segmentation customer-journey-map behaviour-analysis user-trajectories-analysis graph-visualizer user-trajectories
  • Updated May 12, 2022
  • Python
augur

chaoss / augur

Python library and web service for Open Source Software Health and Sustainability metrics & data collection. You can find our documentation and new contributor information easily here: https://chaoss.github.io/augur/ and learn more about Augur at our website https://augurlabs.io

github git linux open-source unix opensource research sustainability facade metrics python-library health data-visualization data-collection data-modeling hacktoberfest linux-foundation chaoss hacktoberfest2020 defined-metrics
  • Updated Nov 30, 2022
  • Python
emerge

glato / emerge

Emerge is a source code and dependency visualizer that can be used to gather insights about source code structure, metrics, dependencies and complexity of software projects. After scanning the source code of a project it provides you an interactive web interface to explore and analyze your project by using graph structures.

visualization python dependency-analysis dependency-graph data-visualization dependencies graph-visualization code-metrics code-visualization metrics-gathering swift-dependencies-visualizer source-code-analysis android-dependency-visualizer dependency-visualizer javascript-dependency-visualizer typescript-dependency-visualizer kotlin-dependency-visualizer swift-dependency-visualizer java-dependency-visualizer python-dependency-visualizer
  • Updated Oct 31, 2022
  • Python

ashishpatel26 / Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-science machine-learning data-mining deep-learning scikit-learn data-visualization feature-selection feature-extraction data-analysis data-scientists feature-engineering features feature-scaling
  • Updated Nov 29, 2020
  • Jupyter Notebook

AnyChart / AnyChart

AnyChart is a lightweight and robust JavaScript charting solution with great API and documentation. The chart types and unique features are numerous, the library works easily with any development stack.

datavis javascript pie-chart chart charts charting-library dashboard js-library data-visualization javascript-library html5-charts column-chart bar-chart anychart line-chart chartsjs javascript-charts
  • Updated Nov 28, 2022
  • JavaScript

kunalj101 / Data-Science-Hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

python nlp data-science data machine-learning computer-vision numpy pandas-dataframe pandas data-visualization python3 dataset ipynb data-analysis tips-and-tricks hacks nlp-machine-learning image-augmentation pandas-tutorial pandas-python
  • Updated Nov 9, 2022
  • Jupyter Notebook

syncfusion / ej2-javascript-ui-controls

Syncfusion JavaScript UI controls library offer more than 50+ cross-browser, responsive, and lightweight HTML5 UI controls for building modern web applications.

javascript bootstrap charts material-design accessibility scheduler office-ui-fabric data-visualization data-grid pivot-grid aspnet-core ui-components form-controls aspnet-mvc ui-library module-pattern diagram-generator word-processor ui-controls javascript-ui
  • Updated Nov 29, 2022
  • SCSS

veaba / ncov

【在开发2.x版本，暂时关闭站点！新版大屏beta 版本，全实时数据，交互式大屏，精确到城市级，弹幕来袭】关注2019新型冠状病毒（2019-nCoV），数据可视化感染人群热点图、迁徙扩散轨迹，以提供帮助分析疫情。 愿世界安好。Focus on Wuhan 2019-nCoV, data visualization, to help analyze the epidemic situation. May the world be well.

data-visualization 2019-ncov ncov ncov-data-visual first-covid-19-repo
  • Updated Nov 22, 2022
  • TypeScript

syncfusion / ej2-angular-ui-components

Syncfusion Angular UI components library offer more than 50+ cross-browser, responsive, and lightweight angular UI controls for building modern web applications.

bootstrap charts angular material-design accessibility scheduler angular-material office-ui-fabric pivot-tables data-visualization data-grid angular-ui angular-components ui-components form-controls diagramming stock-chart diagram-generator word-processor angular7
  • Updated Nov 29, 2022
  • TypeScript

milaan9 / 11_Python_Matplotlib_Module

Matplotlib is an amazing visualization library in Python for 2D plots of arrays. Matplotlib is a multi-platform data visualization library built on NumPy arrays and designed to work with the broader SciPy stack. It was introduced by John Hunter in the year 2002. One of the greatest benefits of visualization is that it allows us visual access to huge amounts of data in easily digestible visuals. Matplotlib consists of several plots like line, bar, scatter, histogram, etc

python-tutorials ipython-notebook data-visualization data-analysis matplotlib python4beginner matplotlib-figures python-matplotlib matplotlib-tutorial matplotlib-heatmap matplotlib-pyplot matplotlib-python python-tutorial-notebook python-tutor python4everybody python-tutorial-github python4datascience matplotlib-examples matplotlib-exercises tutor-milaan9
  • Updated Jun 13, 2022
  • Jupyter Notebook
Data-Science-Resources

storieswithsiva / Data-Science-Resources

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

python learning data-science data machine-learning data-mining repository data-visualization artificial-intelligence datascience dataset data-analytics data-analysis artificial-neural-networks data-scientists data-world learning-kit data-science-resources data-scientist data-science-resource
  • Updated Oct 27, 2022
  • Jupyter Notebook

asad70 / reddit-sentiment-analysis

This program goes thru reddit, finds the most mentioned tickers and uses Vader SentimentIntensityAnalyzer to calculate the ticker compound value.

data-science reddit sentiment-analysis trading sentiment data-visualization algotrading stocks vader-sentiment-analysis vader reddit-sentiment-analysis data-science-projects wallstreetbets vader-sentimentintensityanalyzer mentioned-tickers ticker-compound
  • Updated Dec 26, 2021
  • Python

milaan9 / 12_Python_Seaborn_Module

Seaborn is one of the go-to tools for statistical data visualization in python. It has been actively developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and documentation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data.

heatmap data-visualization seaborn boxplot violinplot ipython-notebooks facetgrid python-visualization scatterplot-visualization barplots seaborn-plots lmplot seaborn-tutorial distplot stripplots python-seaborn seaborn-image python4everybody python4datascience tutor-milaan9
  • Updated Jun 13, 2022
  • Jupyter Notebook

veeralakrishna / DataCamp-Project-Solutions-Python

DataCamp Project Solutions

data-science machine-learning deep-learning projects data-visualization datascience data-analysis machinelearning network-analysis machine-learning-problems datacamp-course datacamp datacamp-exercises machine-learning-practice machine-learning-projects machine-learning-problem-solution datacamp-projects datacamp-solutions-python deep-learning-practice datacamp-python
  • Updated Dec 29, 2019
  • Jupyter Notebook
ML-CaPsule

Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

python flask data-science machine-learning r statistics deep-neural-networks deep-learning deployment analytics data-visualization datascience data-analysis heroku-deployment streamlit-webapp
  • Updated Jun 7, 2022
  • Jupyter Notebook

narunlifescience / AlphaPlot

📈 Application for statistical analysis and data visualization which can generate different types of publication quality 2D and 3D plots with extensive visual customization.

graph data-visualization scientific-visualization data-analysis plotting origin graphpad qcustomplot scientific-research peak-fitting graph2d qtchart alpha-plot scidavis sigmaplot qtiplot scientific-plotting graph3d multipeak-fitting
  • Updated Sep 12, 2022
  • C++

rstecca / ColorBands

Unity 3D's Gradient is a handy data type but comes with some limitations: for example you cannot set more than 8 color keys in its editor and RGB is the only color space available. ColorBand data type offers an alternative with less limitations. Creating ColorBands is fun and easy; they are stored as assets and can be accessed from code through an Evaluate method to get the color at time t, as for Gradient. RGB (or HSV) values are described by individual curves, allowing a better control over how the color function evolves between your points. Color bands are used in all kinds of applications including games, data visualization and other fields.

visualization color color-scheme unity3d data-visualization gradient color-bands
  • Updated Dec 7, 2018
  • C#

zhang8043 / AgileWork

可视化低代码快速开发平台，面向业务、企业管理系统定制开发平台和应用平台，包括设计器、应用端。提供业务配置和集成开发能力，用户通过可视化拖拉拽配置式操作即可快速构建出能同时在PC和移动端运行的各类管理系统，对于企业客户的信息系统在管理模式、业务流程、表单界面、数据可视化展示、IoT管控等个性化需求，可以通过设计器，快速的进行个性化配置。并支持企业微信，公众号，钉钉等移动集成，实现用户跨区域移动办公。从而构建企业个性化的行业应用、集成应用和复杂的业务报表。

map docker iot workflow microservice ddd data-visualization abp flow-design map-design form-design abp-vnext
  • Updated Nov 18, 2020
  • JavaScript

sharmaroshan / Twitter-Sentiment-Analysis

It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text analysis, data analysis and data visualization

nlp machine-learning sentiment-analysis cross-validation eda data-visualization wordcloud classification data-analysis bag-of-words hashtags evaluation-metrics count-vectorizer datacleaning
  • Updated May 14, 2019
  • Jupyter Notebook

koolreport / core

An Open Source PHP Reporting Framework that helps you to write perfect data reports or to construct awesome dashboards in PHP. Working great with all PHP versions from 5.6 to latest 8.0. Fully compatible with all kinds of MVC frameworks like Laravel, CodeIgniter, Symfony.

php framework reporting data-visualization data-viz data-analysis reporting-engine data-pipelines report-generator php-reports mysql-reporting-tools php-reporting-tools data-pivot data-summarization reporting-tool
  • Updated Oct 3, 2022
  • PHP
Skytrax-Data-Warehouse

iam-mhaseeb / Skytrax-Data-Warehouse

A full data warehouse infrastructure with ETL pipelines running inside docker on Apache Airflow for data orchestration, AWS Redshift for cloud data warehouse and Metabase to serve the needs of data visualizations such as analytical dashboards.

python docker airflow sql database s3 s3-bucket data-visualization python3 data-warehouse metabase data-engineering data-analytics data-analysis redshift data-processing data-cleaning data-warehousing data-orchestration
  • Updated Apr 19, 2020
  • Python
SVG-World-Map

raphaellepuschitz / SVG-World-Map

🗺 A JavaScript library to easily integrate one or more SVG world maps with all nations (countries) and second-level political subdivisions (countries, provinces, states).

javascript game svg map maps mapping interactive wikipedia game-development countries data-visualization javascript-library wikipedia-api strategy strategy-game choropleth-map choropleth provinces worldmap svg-map
  • Updated Jun 15, 2021
  • JavaScript

jim-schwoebel / allie

🤖 A machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers).

machine-learning deep-learning data-transformation data-visualization machine-learning-library machine-learning-api datasets data-cleaning ludwig data-augmentation automl tpot machine-learning-models model-compression model-deployment autokeras voice-computing data-cleaning-pipeline autopytorch
  • Updated Nov 22, 2022
  • Python

drinkjs / mojito

The open and data visualization and interactive dashboards platform. Layers can draggable resizable scalable rotatable groupable locked. Use react, vue2, vue3 custom components. Event handler, Dynamic script 大屏数据可视化，轻业务开发，低代码平台，可视化编辑器，支持图层锁定、群组、对齐、排序，支持使用react、vue2和vue3自定义组件，支持拖拽可视化布局、事件交互、动态脚本、跨终端交互同步和跨屏联动交互

react visualization nodejs editor mongodb dashboard vue data-visualization business-intelligence fastify
  • Updated May 6, 2022
  • TypeScript

Medha11 / Twitter-Trends

Twitter Trends is a web-based application that automatically detects and analyzes emerging topics in real time through hashtags and user mentions in tweets. Twitter being the major microblogging service is a reliable source for trends detection. The project involved extracting live streaming tweets, processing them to find top hashtags and user mentions and displaying details for each trending topic using trends graph, live tweets and summary of related articles. It also included Topic Modelling and Entity Categorization to classify the tweets and extract valuable information about its contents and find similar tweets and related articles and URLs. A trending topic is represented as a word cloud created from set of keywords (hashtags or user mentions) that belong to that topic. Thus this application provides the required information to get an overhaul of the topics which are trending at that particular time. This data can be used to support social analysis, finance, marketing or news tracking.

data-visualization topic-modeling tweets-extraction
  • Updated May 23, 2017
  • Python

sharmapratik88 / AIML-Projects

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

nlp data-science machine-learning statistics computer-vision random-forest data-visualization recommendation-system logistic-regression support-vector-machines decision-tree-classifier gradient-boosting-classifier knearest-neighbor-algorithm oversampling supervised-machine-learning unsupervised-machine-learning catboost ensemble-machine-learning machinelearningprojects datascienceproject
  • Updated Aug 24, 2021
  • Jupyter Notebook
LinkedInGiveAway

storieswithsiva / LinkedInGiveAway

👨🏽‍🏫You can learn about anything over here. What Giveaways I do and why it's important in today's modern world. Are you interested in Giveaway's?🔋

forthebadge data-science data-mining database memo linkedin issue-tracker ama data-visualization giveaways career-guide careercoach careerbuilder giveaway giveaway-site career-development linkedinlearning career-path sivasubramanian people-smile
  • Updated Jul 24, 2020

davisidarta / topometry

A comprehensive dimensional reduction framework to recover the latent topology from high-dimensional data.

visualization data-science machine-learning clustering graphs scikit-learn data-visualization information-visualization dimensionality-reduction topology-visualiztion dimension-reduction topological-data-analysis knowledge-representation topology-optimization single-cell-genomics single-cell-analysis single-cell-omics data-topology
  • Updated Nov 29, 2022
  • Python
SyntheticSun

jonrau1 / SyntheticSun

SyntheticSun is a defense-in-depth security automation and monitoring framework which utilizes threat intelligence, machine learning, managed AWS security services and, serverless technologies to continuously prevent, detect and respond to threats.

aws elasticsearch data-science machine-learning automation kibana serverless geolocation incident-response data-visualization misp aws-serverless aws-security security-automation security-tools threat-intelligence anomaly-detection sagemaker threat-detection guardduty
  • Updated Jul 8, 2021
  • Python
Stock_Market_Data_Analysis

jcwill415 / Stock_Market_Data_Analysis

Scrape, analyze & visualize stock market data for the S&P500 using Python. Build a basic trading strategy using machine learning to assess company performance and determine buy, sell, hold. Read me & instructions available in Spanish. This is a working repo, with plans to expand the project from technical analysis to fundamental analysis.

machine-learning numpy scikit-learn pandas data-visualization python3 stock-market matplotlib data-manipulation investment-analysis beautifulsoup4 sp500-real-time-data investment-decisions stock-price-data
  • Updated Aug 7, 2020
  • Jupyter Notebook

sharmaroshan / Data-Visualizations

Data Visualizations is emerging as one of the most essential skills in almost all of the IT and Non IT Background Sectors and Jobs. Using Data Visualizations to make wiser decisions which could land the Business to make bigger profits and understand the root cause and behavioral analysis of people and customers associated to it. In this Repository I have deeply discussed about Line Plots, Bar plots, Scatter Plots, and Pie Charts, Apart from that I have Discussed scientific plots, 3d plots, animated plots, interactive plots to visualize any kind of business problem and that too of any complexity.

python data-science plotly jupyter-notebook data-visualization seaborn business-intelligence data-analysis ipywidgets plotly-python business-analysis seaborn-tutorial plotly-express bubbly
  • Updated May 19, 2020
  • Jupyter Notebook

stefan-schroedl / plotluck

R tool for automated creation of ggplots. Examines one, two, or three variables and creates, based on their characteristics, a scatter, violin, box, bar, density, hex or spine plot, or a heat map. Also automates handling of observation weights, log-scaling of axes, reordering of factor levels, and overlays of smoothing curves and median lines.

visualization ggplot2 r heatmap plot data-visualization automatic scatter-plot cleveland boxplot scatter box-plot violin-plot hexbin spine-plot density-plot
  • Updated Jun 27, 2019
  • R

BasicPrimitives / javascript

Basic Primitives Diagrams for JavaScript - data visualization components library that implements organizational chart and multi-parent dependency diagrams, contains implementations of JavaScript Controls and PDF rendering plugins.

javascript chart library diagram dependency-analysis dependency-graph data-visualization family-tree dependency-tree pdf-generation demos orgchart organization-chart familytree diagrams-visualization pdfkit-plugins diagram-layout javascript-controls organizational-charts
  • Updated Nov 16, 2022
  • JavaScript

anita-app / anita

Anita is a private, no-server, powerful and fully customizable data management solution, open source and free of charge. With Anita you can organize any number of things you want to track, with one of our pre-configured Anita Templates or by defining your own custom data structure. Anita can handle many different data types, and can present your data in multiple useful ways.

productivity angular database pwa spreadsheet data-visualization no-server
  • Updated Nov 28, 2022
  • TypeScript

ptyadana / Data-Science-and-Machine-Learning-Projects-Dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

data-science machine-learning natural-language-processing deep-learning tensorflow scikit-learn machine-learning-algorithms keras pandas data-visualization seaborn data-analysis boosting-algorithms probability-statistics
  • Updated Apr 4, 2022
  • Jupyter Notebook

sharmaroshan / Fraud-Detection-in-Online-Transactions

Detecting Frauds in Online Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting

finance machine-learning query deep-learning data-visualization data-analytics classification data-analysis sampling confusion-matrix large-dataset classification-report anamoly-detection auprc under-sampling over-sampling
  • Updated May 23, 2019
  • Jupyter Notebook

soumyadip007 / Data-Science-Using-Python-University-Course-Module

“Data science” is just about as broad of a term as they come. It may be easiest to describe what it is by listing its more concrete components: Data exploration & analysis. Included here: Pandas; NumPy; SciPy; a helping hand from Python's Standard Library.

python data-science numpy jupyter-notebook data-visualization plotting data-preprocessing panda data-processing data-preparation knn
  • Updated Apr 16, 2020
  • Jupyter Notebook

aparajitad60 / Stacked-LSTM-for-Covid-19-Outbreak-Prediction

Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). It was first identified in December 2019 in Wuhan, China, and has since spread globally, resulting in an ongoing pandemic. Long Short Term Memories(LSTMs) can solve numerous tasks not solvable by previous learning algorithms for recurrent neural networks (RNNs). LSTM is applicable to tasks such as unsegmented, connected handwriting recognition, speech recognition and anomaly detection in network traffic or IDS's (intrusion detection systems). LSTMs can also be efficiently applied for time-series predictions. In this project, its shows a four stacked LSTM network for early prediction new Coronavirus dissease infections in some of the mentioned affected countries (India, USA, Czech Republic and Russia) , which is based on real world data sets which are analyzed using various perspectives like day-wise number of confirmed cases, number of Cured cases, death cases. This attempt has been done to help the concerned authorities to get some early insights into the probable devastation likely to be effected by the deadly pandemic.

deep-neural-networks data-visualization recurrent-neural-networks lstm artificial-neural-networks rnn-tensorflow keras-tensorflow time-series-prediction time-series-forecasting stacked-lstm covid-19 covid19-data covid-19-india covid-19-russia covid-19-usa covid-19-czech
  • Updated May 17, 2020
  • Python

KrishnanSG / holt-winters

The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.

python data-science time-series analysis jupyter-notebook data-visualization forecasting modelling forecasting-models time-series-analysis anomaly-detection holt-winters triple-exponential-smoothing seasonality exponential-smoothing-models brutlag holt-winters-forecasting brutlag-algorithm holt-winter-model
  • Updated Jun 4, 2021
  • Jupyter Notebook

imsanjoykb / Data-Science-Regular-Bootcamp

Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.

python data-science machine-learning deep-learning neural-network sqlite numpy postgresql pandas data-visualization artificial-intelligence mysql-database data-analysis feature-engineering database-connection data-science-notebook etl-pipeline python-automation data-science-projects etl-process
  • Updated Jul 27, 2022
  • Jupyter Notebook

Elysian01 / Data-Purifier

A Python library for Automated Exploratory Data Analysis, Automated Data Cleaning, and Automated Data Preprocessing For Machine Learning and Natural Language Processing Applications in Python.

data-science jupyter exploratory-data-analysis python-library python-lib eda data-visualization python3 data-analysis data-preprocessing data-cleaning data-cleaning-pipeline datapurifier
  • Updated May 7, 2022
  • Jupyter Notebook

IBM / text-summarization-and-visualization-using-watson-studio

Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data.

visualization data-science text-mining data-mining text-classification text-analysis data-visualization topic-modeling summarization text-processing keyword-extraction
  • Updated May 11, 2021
  • Jupyter Notebook

abbyazari / data_vis_statistics_geosciences

This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.

python data-science space-science geoscience data-visualization data-analysis space-physics climate-science
  • Updated Aug 29, 2020
  • Jupyter Notebook

panagiotisanagnostou / HiPart

Hierarchical divisive clustering algorithm execution, visualization and Interactive visualization.

visualization python package data-science machine-learning data-mining clustering cluster data-visualization python3 data-analysis pyhton pddp python-package hierarchical-clustering contributions-welcome divisive-clustering bisecting-kmeans bisecting-kmeans-clustering bisecting-k-means
  • Updated Nov 17, 2022
  • Python

InPhyT / COVID19-Italy-Integrated-Surveillance-Data

Sponsor

COVID-19 integrated surveillance data provided by the Italian Institute of Health and processed via UnrollingAverages.jl to deconvolve the weekly moving averages.

data database time-series surveillance data-visualization open-data data-structures dataset data-analysis epidemiology data-wrangling italy time-series-analysis surveillance-data covid-19 covid19-data italy-data epidemiological-data italy-dataset
  • Updated Nov 3, 2022
  • Julia
dashboard-demo

koolreport / dashboard-demo

This is demonstration of Dashboard Framework which is an framework built with PHP and on top of KoolReport Pro to facilitate dashboard construction. It contains a sleek design of modern dashboard, strong data handling and myriad of types of data visualization.

mysql open-source php csv database excel postgresql php-framework data-visualization sqlserver demonstration mysql-dashboard php-admin dashboard-framework php-admin-panel php-dashboard kpi-dashboard koolreport-dashboard
  • Updated Nov 24, 2022
  • PHP

NemoHoHaloAi / Competition

竞赛项目集合：Rossmann销售预测(Top3%)、HousePrices(Top34%)、数字识别(Top78%)、泰坦尼克(Top83%)、能源预测③(Top36%)、未来价格预测(Top37%)、NFL大数据碗(Top61%)、厄瓜多尔连锁超市销售预测(Top48%)、StoreItemPredict(Top34%)、餐厅顾客预测(Top37%)、谷歌流量预测(Topxxx)

python machine-learning jupyter-notebook data-visualization kaggle data-analysis tianchi
  • Updated Dec 10, 2020
  • Jupyter Notebook

cosmoduende / r-youtube-personal-history-analysis

Explore your activity on YouTube with R: How to analyze and visualize your personal pata history. Find out how you consume YouTube using a copy of your personal data from Google Takeout.

youtube youtube-api data-visualization data-viz data-analytics data-analysis r-language r-programming youtube-analytics youtube-data-api google-takeout youtube-data youtube-data-api-v3 youtube-data-scraping youtube-scraper r-data youtube-dataset youtube-data-analysis youtube-scrape youtube-accounts
  • Updated Sep 24, 2020
  • R

Zeeshanahmad4 / Stock-Prices-Prediction-ML-Flask-Dashboard

This program predicts the price of GOOG stock for a specific day using the Machine Learning algorithm called Support Vector Regression (SVR) Linear Regression. Importing flask module in the project is mandatory An object of Flask class is our WSGI application.

visualization python flask data-science data-mining linear-regression ml prediction data-visualization dataset stock-market classification predictive-analytics stock-prices prediction-algorithm prediction-model stock-analysis stock-trading flask-dashboard stock-prices-prediction
  • Updated Jan 26, 2020
Kaggle-Predicting-Future-Sales

storieswithsiva / Kaggle-Predicting-Future-Sales

📈Forecasting Total amount of Products using time-series dataset consisting of daily sales data provided by one of the largest Russian software firms📆

python sales data-science data-mining shop data-visualization kaggle-competition lightgbm data-analysis score future-sales sales-prediction daily-historical-data item-cnt daily-sales-data lag-features shop-item-pairs item-counts fold-features target-sum
  • Updated Jul 24, 2020
  • Jupyter Notebook

shriprem / FWDataViz

Fixed Width Data Visualizer plugin for Notepad++. Turns Notepad++ into Excel for fixed-width data files. Displays cursor position data. Jumps to specific fields. Folding Record Blocks. Extracts Data. Builtin dialogs to configure file-type, record-type & fields; Themes & Colors; and Folding. Handles homogenous, mixed & multi-line records.

plugin excel navigator data-visualization visualizer data-extraction notepad-plus-plus fixed-width
  • Updated Nov 20, 2022
  • C++

jmshea / Foundations-of-Data-Science-with-Python

Foundations of Data Science with Python, by John M. Shea, teaches how to begin working with data, create visualizations, conduct statistical tests using resampling, perform analyses and make optimal decisions based on probability theory, and manipulate multi-dimensional data using linear algebra.

python data-science statistics book linear-algebra probability data-visualization textbook
  • Updated Nov 19, 2022
  • Jupyter Notebook

HanXinzi-AI / awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

nlp data-science machine-learning text-mining data-mining awesome deep-learning time-series tensorflow sklearn machine-learning-algorithms cv data-visualization pytorch fintech data-analysis awesome-list recommender-system auto-ml
  • Updated Nov 24, 2022
feed-visualizer

code2k13 / feed-visualizer

Feed Visualizer creates interactive visualizations by clustering RSS/Atom feed items based on semantic similarity. Feed Visualizer also attempts to automatically predict the labels for each cluster. This application will create a "semantic summary" of a website's contents by scanning its RSS/Atom feed, allowing for easy discovery and navigation to topics of interest. Feed Visualizer creates interactive visualizations in the form of static HTML and JS files, which may be edited and sent to a server.

visualization python atom rss data-science machine-learning data-visualization artificial-intelligence semantic-similarity no-code
  • Updated Jul 9, 2022
  • HTML

Created by Charles Joseph Minard

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